Examiner Manuchehr Rahmjoo

Grant ratio: 78.2% (60th percentile in Art Unit 2667 among examiners with at least 20 applications). Average office actions per grant: 2.23. Most common rejection type: §103.

Appears inactive Last office action in data: December 2025
Grant ratio 78.2%
Average office actions / grant 2.23
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
79477
Primary art unit
2667
Work group
2660
Technology center
2600
Applications
554
Granted applications
433

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 29 60.0% 1.65
Group 288 62.7% 1.66
Tech Center 1,759 56.9% 1.88
USPTO 16,572 52.1% 1.98

Office actions per application

Average office actions per application 2.25 1,250 office actions across 556 applications
Applications with office actions 100.0% 556 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 212 38.1%
2 OAs 173 31.1%
3 OAs 71 12.8%
4 OAs 69 12.4%
5+ OAs 31 5.6%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 75.9% 2008 2009: 67.6% 2009 2010: 81.8% 2010 2011: 71.4% 2011 2012: 74.4% 2012 2013: 95.1% 2013 2014: 61.3% 2014 2015: 96.2% 2015 2016: 89.7% 2016 2017: 87.8% 2017 2018: 76.7% 2018 2019: 90.5% 2019 2020: 77.8% 2020 2021: 96.6% 2021 2022: 73.7% 2022 2023: 60.0% 2023 2024: 84.6% 2024 2025: 37.5% 2025

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008292275.9%
2009342367.6%
2010443681.8%
2011352571.4%
2012392974.4%
2013413995.1%
2014311961.3%
2015262596.2%
2016393589.7%
2017413687.8%
2018302376.7%
2019211990.5%
2020181477.8%
2021292896.6%
2022191473.7%
2023201260.0%
2024262284.6%
2025321237.5%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 556 7.9% 34.2% 43.5% 10.3%
Action 2 344 13.1% 27.9% 50.9% 5.2%
Action 3 171 16.4% 24.6% 50.3% 7.0%
Action 4 100 15.0% 25.0% 51.0% 7.0%
Action 5 31 6.5% 32.3% 54.8% 3.2%
Action 6 24 8.3% 16.7% 70.8% 4.2%
Action 7 12 8.3% 16.7% 75.0% 0.0%
Action 8 6 16.7% 33.3% 50.0% 0.0%
Action 9 3 33.3% 33.3% 33.3% 0.0%
Action 10 2 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 44.8% 60 of 134 office actions
All years 11.1% 139 of 1,250 office actions
Change +33.7 pts Percentage points

Last 3 years: 2023-10-02–2026-10-02. All years includes every dated office action in the data.

By year

9.4%
6.3%
14.6%
3.7%
1.2%
2.8%
2014: Alice
1.6%
0.0%
0.9%
13.0%
19.4%
2019: PEG
1.7%
2.3%
1.8%
2.9%
45.8%
2024: AI examples
52.4%
2025: August memo
36.5%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 12. Merits outcomes: 6 affirmed, 2 affirmed in part, and 4 reversed.

Full reversal rate
33.3% 4/12 decisions
Full or partial reversal rate
50.0% 6/12 decisions
Median appeal duration
14.3 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Mar. 20, 2026 18/224,916 Affirmed §101 · §120
Feb. 5, 2025 16/907,481 Affirmed §101 · §112
Mar. 6, 2024 17/087,420 Affirmed §102
Mar. 9, 2022 15/968,836 Reversed §102 · §103
Dec. 1, 2021 16/056,221 Affirmed §102 · §103
Jun. 28, 2021 15/502,798 Reversed §101 · §102 · §103
Apr. 19, 2021 14/923,201 Reversed §102
Apr. 30, 2020 14/402,185 Affirmed in part §101 · §102 · §103 · §112
Feb. 26, 2018 14/041,696 Affirmed §103
Jan. 9, 2017 12/416,850 Affirmed §103
Dec. 27, 2016 13/595,389 Reversed §102 · §112
Mar. 25, 2016 13/095,674 Affirmed in part N/A

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Oct. 9, 2026.

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